Reproducible Spinal Cord Quantitative MRI Analysis with the Spinal Cord Toolbox.
Jan ValošekJulien Cohen-AdadPublished in: Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine (2024)
The spinal cord plays a pivotal role in the central nervous system, providing communication between the brain and the body and containing critical motor and sensory networks. Recent advancements in spinal cord MRI data acquisition and image analysis have shown a potential to improve the diagnostics, prognosis, and management of a variety of pathological conditions. In this review, we first discuss the significance of standardized spinal cord MRI acquisition protocol in multi-center and multi-manufacturer studies. Then, we cover open-access spinal cord MRI datasets, which are important for reproducible science and validation of new methods. Finally, we elaborate on the recent advances in spinal cord MRI data analysis techniques implemented in the open-source software package Spinal Cord Toolbox (SCT).
Keyphrases
- spinal cord
- neuropathic pain
- spinal cord injury
- magnetic resonance imaging
- contrast enhanced
- data analysis
- diffusion weighted imaging
- public health
- randomized controlled trial
- computed tomography
- risk assessment
- rna seq
- human health
- artificial intelligence
- subarachnoid hemorrhage
- cerebrospinal fluid
- clinical evaluation